Merge pull request #18 from openclimatefix/hot_fix/multiple_spatial_c…

…oords

hot fix for multiple spatial coords

pvnet_app/app.py

@@ -286,8 +286,20 @@ def app(
     # Download nwp data
     logger.info("Downloading nwp data")
     fs = fsspec.open(os.environ["NWP_ZARR_PATH"]).fs
-    fs.get(os.environ["NWP_ZARR_PATH"], "nwp.zarr", recursive=True)    
-
+    fs.get(os.environ["NWP_ZARR_PATH"], "nwp.zarr", recursive=True)
+
+    ################
+    # Hot fix as datapipes can't handle both lat-lon and osgb on same coord
+    ds_nwp = xr.open_zarr("nwp.zarr").compute()
+    if "latitude" in ds_nwp:
+        ds_nwp = ds_nwp.drop_vars(("latitude", "longitude"))
+    ds_nwp["variable"] = ds_nwp.variable.astype(str)
+    os.system("rm -r nwp.zarr")
+    ds_nwp.to_zarr("nwp.zarr")
+
+    del ds_nwp
+    ################
+
     # ---------------------------------------------------------------------------
     # 2. Set up data loader
     logger.info("Creating DataLoader")